The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition

16 August 2022

Lorenzo Baraldi

Christopher Kermorvant

Rita Cucchiara

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Papers citing "The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition"

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Title
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions S. Cascianelli Marcella Cornia Lorenzo Baraldi Rita Cucchiara 37 22 0 17 Aug 2022
Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-Prefixes C. Wick Jochen Zöllner Tobias Grüning 34 21 0 12 Oct 2021
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Minghao Li Tengchao Lv Jingye Chen Lei Cui Yijuan Lu D. Florêncio Cha Zhang Zhoujun Li Furu Wei ViT 185 351 0 21 Sep 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 80 261 0 14 Jul 2021
Rethinking Text Line Recognition Models Daniel Hernandez Diaz Siyang Qin R. Ingle Yasuhisa Fujii Alessandro Bissacco VLM 58 52 0 15 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 696 28,659 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 329 4,873 0 24 Feb 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 312 6,657 0 23 Dec 2020
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 83 28 0 09 Dec 2020
Boosting offline handwritten text recognition in historical documents with few labeled lines J. C. Aradillas J. J. Murillo-Fuentes Pablo Martínez Olmos 73 24 0 04 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 418 40,217 0 22 Oct 2020
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Mohamed Yousef Tom E. Bishop AI4TS 72 81 0 12 Jun 2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition Lei Kang Pau Riba Marccal Rusinol Alicia Fornés M. Villegas 41 126 0 26 May 2020
KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning Tarin Clanuwat Alex Lamb A. Kitamoto 28 45 0 21 Oct 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 94 112 0 18 Mar 2019
No Padding Please: Efficient Neural Handwriting Recognition Gideon Maillette de Buy Wenniger Lambert Schomaker Andy Way 37 18 0 28 Feb 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 52 124 0 31 Dec 2018
Are 2D-LSTM really dead for offline text recognition? Bastien Moysset Ronaldo O. Messina 3DV 28 29 0 27 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
An Efficient End-to-End Neural Model for Handwritten Text Recognition Arindam Chowdhury Lovekesh Vig 41 80 0 20 Jul 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 494 129,831 0 12 Jun 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 190 5,291 0 17 Mar 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 896 14,493 0 07 Oct 2016
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition Théodore Bluche AI4TS 110 189 0 28 Apr 2016
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention Théodore Bluche J. Louradour Ronaldo O. Messina VLM 44 170 0 12 Apr 2016
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition Baoguang Shi X. Bai Cong Yao VLM 159 2,473 0 21 Jul 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 269 7,361 0 05 Jun 2015
Dropout improves Recurrent Neural Networks for Handwriting Recognition Vu Pham Théodore Bluche Christopher Kermorvant J. Louradour 91 566 0 05 Nov 2013